Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-13 1.015208 1.223576 1.486540 1.852062 2.363134 3.079848 4.217726
2025-04-20 0.773556 1.023767 1.390002 2.003457 3.100667 5.240023 10.775783
2025-04-27 0.634412 0.890563 1.303916 2.096099 3.828764 8.491502 31.738716
2025-05-04 0.533770 0.778591 1.200407 2.090759 4.374300 12.689082 120.301155
2025-05-11 0.456144 0.682685 1.090903 2.014325 4.693595 17.524921 958.057174
2025-05-18 0.410963 0.631273 1.047021 2.059951 5.447887 29.096068 NaN
2025-05-25 0.380068 0.598470 1.029505 2.161610 6.587436 58.942238 NaN
2025-06-01 0.347564 0.556726 0.982683 2.164167 7.383414 114.627862 NaN
2025-06-08 0.315404 0.510753 0.916710 2.084064 7.701222 200.292467 NaN
2025-06-15 0.298651 0.492241 0.908087 2.178628 9.306040 1109.793943 NaN
2025-06-22 0.279627 0.466532 0.877396 2.188570 10.470345 47598.511800 NaN
2025-06-29 0.259723 0.436658 0.831347 2.126898 11.001135 NaN NaN
2025-07-06 0.242574 0.411150 0.793109 2.085725 11.793528 NaN NaN
2025-07-13 0.236429 0.408023 0.810686 2.272812 16.119047 NaN NaN
2025-07-20 0.227699 0.398261 0.809207 2.385682 20.683959 NaN NaN
2025-07-27 0.215969 0.380640 0.783457 2.379552 23.501992 NaN NaN
2025-08-03 0.202891 0.358827 0.742913 2.287613 24.072324 NaN NaN
2025-08-10 0.195245 0.348478 0.732902 2.342510 29.623817 NaN NaN
2025-08-17 0.189905 0.342797 0.735237 2.465170 40.660240 NaN NaN
2025-08-24 0.182086 0.330683 0.716848 2.468263 48.021653 NaN NaN
2025-08-31 0.172698 0.314197 0.683274 2.371562 48.632096 NaN NaN
2025-09-07 0.168563 0.309669 0.685153 2.485754 70.166983 NaN NaN
2025-09-14 0.162634 0.300402 0.671145 2.497785 87.003709 NaN NaN